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Doubly-Valid/Doubly-Sharp Sensitivity Analysis for Causal Inference with Unmeasured Confounding
Journal of the American Statistical Association ( IF 3.7 ) Pub Date : 2024-04-01 , DOI: 10.1080/01621459.2024.2335588
Jacob Dorn 1 , Kevin Guo 2 , Nathan Kallus 3
Affiliation  

We consider the problem of constructing bounds on the average treatment effect (ATE) when unmeasured confounders exist but have bounded influence. Specifically, we assume that omitted confounders c...

中文翻译:

具有不可测量混杂因素的因果推理的双效/双锐敏感性分析

当存在不可测量的混杂因素但影响有限时,我们考虑构建平均治疗效果(ATE)界限的问题。具体来说,我们假设省略的混杂因素...
更新日期:2024-04-02
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